gcp_financialservices_prediction_result

ancestors

Type: UNORDERED_LIST_STRING

create_time

Type: TIMESTAMP
Provider name: createTime
Description: Output only. The timestamp of creation of this resource.

dataset

Type: STRING
Provider name: dataset
Description: Required. The resource name of the Dataset to do predictions on Format: /projects/{project_num}/locations/{location}/instances/{instance}/dataset/{dataset_id}

end_time

Type: TIMESTAMP
Provider name: endTime
Description: Required. Specifies the latest time from which data is used to generate features for predictions. This time should be no later than the end of the date_range of the dataset.

labels

Type: UNORDERED_LIST_STRING

line_of_business

Type: STRING
Provider name: lineOfBusiness
Description: Output only. The line of business (Retail/Commercial) this prediction is for. Determined by Model, cannot be set by user.
Possible values:

• LINE_OF_BUSINESS_UNSPECIFIED - An unspecified LineOfBusiness. Do not use.
  
• COMMERCIAL - Commercial LineOfBusiness.
  
• RETAIL - Retail LineOfBusiness.
  

model

Type: STRING
Provider name: model
Description: Required. The resource name of the Model to use to use to make predictions Format: /projects/{project_num}/locations/{location}/instances/{instance}/models/{model}

name

Type: STRING
Provider name: name
Description: Output only. The resource name of the PredictionResult. format: /projects/{project_num}/locations/{location}/instances/{instance}/predictionResults/{prediction_result}

organization_id

Type: STRING

outputs

Type: STRUCT
Provider name: outputs
Description: Required. Where to write the output of the predictions.

• explainability_destination
  Type: STRUCT
  Provider name: explainabilityDestination
  Description: The location to output explainability information. If not specified no explainability data will be output.
  
  • table_uri
    Type: STRING
    Provider name: tableUri
    Description: Optional. BigQuery URI to a table, must be of the form bq://projectId.bqDatasetId.tableId. Note that the BigQuery dataset must already exist. VPC-SC restrictions apply.
    
  • write_disposition
    Type: STRING
    Provider name: writeDisposition
    Description: Required. Whether or not to overwrite the destination table. By default the table won’t be overwritten and an error will be returned if the table exists and contains data.
    Possible values:
    
    • WRITE_DISPOSITION_UNSPECIFIED - Default behavior is the same as WRITE_EMPTY.
      
    • WRITE_EMPTY - If the table already exists and contains data, an error is returned.
      
    • WRITE_TRUNCATE - If the table already exists, the data will be overwritten.
      
• prediction_destination
  Type: STRUCT
  Provider name: predictionDestination
  Description: Required. The location to output the predictions.
  
  • table_uri
    Type: STRING
    Provider name: tableUri
    Description: Optional. BigQuery URI to a table, must be of the form bq://projectId.bqDatasetId.tableId. Note that the BigQuery dataset must already exist. VPC-SC restrictions apply.
    
  • write_disposition
    Type: STRING
    Provider name: writeDisposition
    Description: Required. Whether or not to overwrite the destination table. By default the table won’t be overwritten and an error will be returned if the table exists and contains data.
    Possible values:
    
    • WRITE_DISPOSITION_UNSPECIFIED - Default behavior is the same as WRITE_EMPTY.
      
    • WRITE_EMPTY - If the table already exists and contains data, an error is returned.
      
    • WRITE_TRUNCATE - If the table already exists, the data will be overwritten.
      

parent

Type: STRING

prediction_periods

Type: INT32
Provider name: predictionPeriods
Description: The number of consecutive months to produce predictions for, ending with the last full month prior to end_time according to the dataset’s timezone.

project_id

Type: STRING

project_number

Type: STRING

resource_name

Type: STRING

state

Type: STRING
Provider name: state
Description: Output only. State of the PredictionResult (creating, active, deleting, etc.)
Possible values:

• STATE_UNSPECIFIED - State is unspecified, should not occur.
  
• CREATING - The resource has not finished being created.
  
• ACTIVE - The resource is active/ready to be used.
  
• UPDATING - The resource is in the process of being updated.
  
• DELETING - The resource is in the process of being deleted.
  

tags

Type: UNORDERED_LIST_STRING

update_time

Type: TIMESTAMP
Provider name: updateTime
Description: Output only. The timestamp of the most recent update of this resource.